{"id":"W4235772495","doi":"10.32920/ryerson.14653242","title":"Fault Detection And Recovery For Spacecraft Formation And Attitude","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Redundancy (engineering); Spacecraft; Rendezvous; Actuator; Computer science; Satellite; Attitude control; Control theory (sociology); Reaction wheel; Real-time computing; Control engineering; Control (management); Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001042106,0.0001504911,0.0002093779,0.00006183267,0.00003401242,0.0001720093,0.00002593434,0.0002110856,0.000007721818],"category_scores_gemma":[0.00001376286,0.0001469707,0.00005246942,0.00002385889,0.000006209763,0.0001389303,0.00004743067,0.0001310439,0.000001322381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004417606,"about_ca_system_score_gemma":0.000007222504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008248571,"about_ca_topic_score_gemma":0.0008897099,"domain_scores_codex":[0.9994802,0.00001033065,0.0001583624,0.0001720928,0.000058774,0.000120207],"domain_scores_gemma":[0.9997122,0.00003298352,0.00003313915,0.0001350575,0.000044758,0.00004191411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006103012,0.00001724426,0.0003819736,0.008030275,0.0005593965,0.000004698257,0.001618749,0.02826066,0.06499097,0.0001805865,0.0006986126,0.8951958],"study_design_scores_gemma":[0.001317688,0.00009746574,0.0038866,0.0005146278,0.0001608618,0.00005703789,0.001489958,0.9420428,0.01695772,0.0006739966,0.03191534,0.0008858694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2921987,0.006870907,0.6968418,0.0001029836,0.001083892,0.0008523309,0.00001858189,0.0002594463,0.001771313],"genre_scores_gemma":[0.995683,0.001506052,0.001936525,0.00001967394,0.0001609151,0.0001504607,0.00002494013,0.00002652215,0.0004919318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9137822,"threshold_uncertainty_score":0.5993291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008373906343484257,"score_gpt":0.2028000013880366,"score_spread":0.1944260950445523,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}